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a municipal park district recreation center with two full-size basketball courts

How a Park District Sports Arena Cut Daily Court Cleaning From Six Hours to Three

A municipal recreation center with twin basketball courts documented cutting daily floor scrubbing from 4-6 hours to 2-3 hours using mapped autonomous routes and split shifts.

2-3 hrs
Daily scrub time
4-6 hrs
Prior baseline
4
Mapped routes
35 min
Per section

Based on a documented real-world deployment. Figures are from public reporting; the organization is not named.

An indoor basketball court in a public recreation center like the sports arena described in the case study.
Photo: Diana ✨

Twin courts and a full day of scrubbing

The recreation center houses two full-size basketball courts that see steady league play, open gym, and community events. Maintenance staff reported spending four to six hours each day on floor scrubbing alone.

Labor was tight, and leadership did not want automation to replace people. They needed a way to finish hard floors faster while staff handled dust mopping, restrooms, and setup work.

Without a repeatable scrub plan, overtime crept into evenings and left less time for detail cleaning before the next game.

  • Two full-size courts in one arena wing
  • Four to six hours of manual scrubbing per day before automation
  • Small crew balancing events, dust mopping, and restrooms

Four autonomous routes and split shifts

Facilities leaders divided the arena into four cleaning routes for an autonomous floor scrubber added in late 2022. Staff dust mopped ahead of the machine while it scrubbed each section.

The unit ran multiple times per day, including a midday charge while crews were at lunch, then finished the last section in the afternoon.

Leadership framed the robot as daily support for existing staff, not a headcount cut, and tracked time freed for other maintenance tasks.

  • Map four court zones with clear ingress and egress
  • Dust mop while the scrubber follows each mapped route
  • Midday charging to cover all four sections on one deployment cycle
A custodial worker preparing a gym floor while an autonomous scrubber route is planned.
Photo: Andrea Piacquadio

Documented time cut on game-ready floors

A clean, empty basketball court after scheduled floor scrubbing.
Photo: Malcolm Garret

Maintenance reported that arena floor cleaning that used to take four to six hours now takes two to three hours, cutting time in half or better.

Three sections often finished in about thirty-five minutes each on a single charge, with the final section completed after a midday top-up.

Staff used the reclaimed hours for other building tasks instead of pushing detail work past closing.

What US rec centers can take from the pilot

This is not a Service Robot Co. deployment. It is a published municipal recreation example of autonomous floor scrubber rental logic applied to high-traffic sports flooring.

Service Robot Co. helps US park districts and private arenas compare scrubbers, set up month to month leases with maintenance included, map courts during off hours, and service units nationwide.

If your calendars are packed with leagues and rentals, measured hours returned on the court floor are the metric that justifies a pilot before the next season.

The exterior of a community recreation building serving local sports programs.
Photo: Erik Mclean

Frequently asked questions

In this published pilot, leadership brought the machine on to support existing staff, not eliminate roles. Staff still dust mop, set up events, and handle restrooms while the scrubber runs mapped routes. Service Robot Co. designs pilots the same way, with training and clear task splits.

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